<p>A) Solved Pareto front for the Core network, showing the 3-D front (left) and projections (right 3 plots). Plotted in log space to accentuate small errors, showing: Pareto front (blue line), local solutions (red ), Pareto optimal solutions (), Anchor points (), and Utopian point (). Projection views are bounded by the relevant Anchor points, so many solved points may not be visible and scales vary (e.g. Wild Type and Behavioral values are very similar and produce a negligible front with no Pareto points other than the Anchors, 3rd from left). B) Sample of model outputs and optimally scaled surrogate data for the Pareto point closest to the Utopian, indicated by black arrows in A. Plot titles indicate measurement: experiment; relative err...
A Pareto front provides to the decision-maker a set of optimal solutions from where a unique solutio...
<p>The last two lines contain the solutions biased towards the experimental network. The networks co...
Colored scatter plots represent 2D projections of the Pareto front approximation for the 5D-MO-ED sc...
<p>A) Solved Pareto fronts for naively generated networks, superimposed for comparison. Insets enlar...
<p>The effectiveness (a) and economy (b) contours radiate outwards from the archetypes, which have t...
<p>We plot the Pareto front changing the parameter , which describes the typical duration between in...
<p>(A) Pareto front of our model (open blue circles) and Thornley’s one (open red triangles). The fi...
<p>(A) The different panels are views of the Pareto front when rotated around the relevance-axis (wi...
<p>For , the smaller gray symbols to the left of each Pareto front indicate solutions which maximize...
The Pareto front is the black area, each point is the optimal formula (in terms of RMSE) for a given...
Yellow dots represent all shading variants simulated in the general optimisation study, while green ...
<p>Pareto plots compare model parameter count (horizontal axis) versus prediction correlation (verti...
<p>The y-axis represents the single dimensional axis assumed in the BPNM, scaling from 0 to 1. Light...
<p>(a) Pareto optimization unconstrained to the available resources. Red points represent the subopt...
<p>A) Diagram of fitness quantification by Optimal Scaling. Images are mapped to qualitative data (l...
A Pareto front provides to the decision-maker a set of optimal solutions from where a unique solutio...
<p>The last two lines contain the solutions biased towards the experimental network. The networks co...
Colored scatter plots represent 2D projections of the Pareto front approximation for the 5D-MO-ED sc...
<p>A) Solved Pareto fronts for naively generated networks, superimposed for comparison. Insets enlar...
<p>The effectiveness (a) and economy (b) contours radiate outwards from the archetypes, which have t...
<p>We plot the Pareto front changing the parameter , which describes the typical duration between in...
<p>(A) Pareto front of our model (open blue circles) and Thornley’s one (open red triangles). The fi...
<p>(A) The different panels are views of the Pareto front when rotated around the relevance-axis (wi...
<p>For , the smaller gray symbols to the left of each Pareto front indicate solutions which maximize...
The Pareto front is the black area, each point is the optimal formula (in terms of RMSE) for a given...
Yellow dots represent all shading variants simulated in the general optimisation study, while green ...
<p>Pareto plots compare model parameter count (horizontal axis) versus prediction correlation (verti...
<p>The y-axis represents the single dimensional axis assumed in the BPNM, scaling from 0 to 1. Light...
<p>(a) Pareto optimization unconstrained to the available resources. Red points represent the subopt...
<p>A) Diagram of fitness quantification by Optimal Scaling. Images are mapped to qualitative data (l...
A Pareto front provides to the decision-maker a set of optimal solutions from where a unique solutio...
<p>The last two lines contain the solutions biased towards the experimental network. The networks co...
Colored scatter plots represent 2D projections of the Pareto front approximation for the 5D-MO-ED sc...